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2022 5th International Conference of Computer and Informatics Engineering (IC2IE)最新文献

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Research Partner Recommender System for Academia in Higher Education using Non-Linear Approach 基于非线性方法的高等院校合作伙伴推荐系统研究
Pub Date : 2022-09-13 DOI: 10.1109/IC2IE56416.2022.9970164
M. Ma'ady, Purnama Anaking, Muhammad Dzulfikar Fauzi
Academic collaboration can be grouped by different faculty members. It involves searching for relevant research topics to collect and analyze information and establishing a new research partner collaboration. A research partner recommender system for academia in higher education can help reduce the time and effort required to establish a new collaboration. Naive Bayes classification makes recommendations with dynamic text search as input values that may extract not only relevant to research topics but also object locations and case studies into consideration. However, classification as output representation is not satisfactory for academia. Therefore, this paper proposes a non-linear approach to provide a score value instead of classes for more suitable relevant recommendations that can leverage a powerful Sigmoid activation function. We demonstrate our approach using actual data from faculty members at the Faculty of Information Technology and Business in a private university in Indonesia. The proposed web-based system helps increase recommendation accuracy for new users.
学术合作可以由不同的教员分组。它包括寻找相关的研究课题,收集和分析信息,建立新的研究伙伴合作。高等教育学术界的研究伙伴推荐系统可以帮助减少建立新合作所需的时间和精力。朴素贝叶斯分类以动态文本搜索作为输入值进行推荐,不仅可以提取与研究主题相关的信息,还可以提取考虑对象位置和案例研究的信息。然而,作为产出表征的分类方法在学术界并不令人满意。因此,本文提出了一种非线性的方法来提供分数值而不是类,以获得更合适的相关推荐,可以利用强大的Sigmoid激活函数。我们使用来自印度尼西亚一所私立大学信息技术与商业学院教员的实际数据来演示我们的方法。提出的基于web的系统有助于提高新用户推荐的准确性。
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引用次数: 1
Progressive Web Application (PWA) Development for Outfit Management System 服装管理系统的渐进式Web应用开发
Pub Date : 2022-09-13 DOI: 10.1109/IC2IE56416.2022.9970123
Christian Soetanto, Ivana Prawartana, Stephen Leonardo, Maria Susan Anggreainy, Yasri, Gintoro
Due to the development of information technology, changes in fashion lifestyle, and the current trend of human consumptive behavior, people often find it difficult or need more time to choose what kind of clothes they are going to wear on certain days. Therefore, the development of this Progressive Web Application is meant to assist the users to manage their clothing. This research begins with data collection. This stage consists of several methods, such as questionnaires, literature studies, and comparison of similar applications. The next stage is to design the system, user interface, database, and the application using scrum as the development method. The result of this research is a Progressive Web Application (PW A) that stores the user's clothing data, help the users to combine a set of clothes into an outfit, and schedule the outfit as needed. Other than the main features mentioned, this application can display the weather and temperature based on the user's location as one of the considerations point in choosing suitable clothing style that they are going to wear. This application also provides a way for users to be able to keep track of their clothing usage and to consult with fashion advisors regarding their fashion style.
由于信息技术的发展,时尚生活方式的改变,以及当前人类消费行为的趋势,人们往往很难或需要更多的时间来选择在特定的日子里穿什么样的衣服。因此,开发这个渐进式Web应用程序是为了帮助用户管理他们的服装。这项研究从数据收集开始。这一阶段包括几种方法,如问卷调查,文献研究,比较类似的应用。下一个阶段是使用scrum作为开发方法来设计系统、用户界面、数据库和应用程序。这项研究的结果是一个渐进式Web应用程序(PW a),它存储用户的服装数据,帮助用户将一组衣服组合成一套服装,并根据需要安排服装。除了提到的主要功能外,这个应用程序还可以根据用户的位置显示天气和温度,作为选择合适的服装风格的考虑点之一。该应用程序还为用户提供了一种方法,使用户能够跟踪他们的服装使用情况,并就他们的时尚风格咨询时尚顾问。
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引用次数: 0
Developing an Application to Recommend Major Based on Personality Test using Waterfall Method 利用瀑布法开发一个基于性格测试的专业推荐应用
Pub Date : 2022-09-13 DOI: 10.1109/IC2IE56416.2022.9970189
Ethan, Calista Daphne, Michael Stanley, Vannessa Augustine, Maria Susan Anggreainy, Arden Sagiterry Setiawan
Education is one of the most fundamental aspects for humans. From human birth to growing up, we never stop learning. Especially now that we are in an era where technology develops rapidly. One of the most confusing decisions for someone to make is choosing a major when they enter college. That's why we created this app to help them determine what major suits them best based on their personality. We chose the personality factor since a person's personality has been shown to have a significant impact on their decision to pursue the appropriate major. we use Holland Code (RIASEC) to test the personality of students. This app was constructed using the waterfall method, which works best for us, helping us to get through the process of developing each part more efficiently and organized. We hope that by creating this application, more people will be able to select the correct major according to their abilities and obtain a more suited employment.
教育是人类最基本的方面之一。从出生到成长,我们从未停止学习。尤其是现在我们处在一个科技飞速发展的时代。对于一些人来说,最令人困惑的决定之一就是在进入大学时选择专业。这就是为什么我们创建了这个应用程序来帮助他们根据自己的个性决定最适合自己的专业。我们选择了性格因素,因为一个人的性格已经被证明对他们选择合适的专业有很大的影响。我们使用荷兰代码(RIASEC)来测试学生的个性。这个应用程序是使用瀑布方法构建的,它最适合我们,帮助我们更有效和有组织地完成开发每个部分的过程。我们希望通过创建这个应用程序,更多的人能够根据自己的能力选择正确的专业,获得更适合自己的工作。
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引用次数: 3
Control of Super Capacitor in Solar Power Plant Using Automatic Hybrid Mode 基于自动混合模式的太阳能电站超级电容器控制
Pub Date : 2022-09-13 DOI: 10.1109/IC2IE56416.2022.9970036
Isdawimah, Ikhsan. K, N. N, Setyadi T. Yoga
The utility of Super Capacitors has been widely used in the aspect of hybrid energy management which is applied together with energy storage systems into batteries through active regulation schemes. The availability of battery energy in a solar power generation system will determine the performance of providing electrical energy, especially for loading. The way to adjust the additional hybrid storage in this study includes the sensitivity of the battery voltage and the type of load so that there is no sudden decrease in battery capacity due to the loading issue. This study aims to develop a system for regulating the supply of electrical energy through the help of fuzzy logic computing using a microcontroller as the based setting between the battery circuit and the supercapacitor module also connected to a DC-DC converter. The system was tested with 3W and 8W loads which have a computational difference point of 0.812 and 0.196 having the capability of supplying the energy system to the load according to the lowest voltage level rules.
超级电容器的应用在混合能量管理方面得到了广泛的应用,并通过主动调节方案与储能系统一起应用到电池中。在太阳能发电系统中,电池能量的可用性将决定提供电能的性能,特别是用于负载。在本研究中,调节额外混合存储的方法包括电池电压和负载类型的敏感性,使电池容量不会因为负载问题而突然下降。本研究的目的是开发一个系统,通过模糊逻辑计算的帮助下,利用微控制器作为电池电路和超级电容器模块之间的基础设置,并连接到一个DC-DC转换器。系统在3W和8W负载下进行了测试,计算差点分别为0.812和0.196,具有按最低电压等级规则向负载供电的能力。
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引用次数: 0
Proceedings Title 程序标题
Pub Date : 2022-09-13 DOI: 10.1109/ic2ie56416.2022.9970070
Jonas Ketteler
The characteristically folded surface morphology is a classical hallmark of the mammalian brain. During development, the initially smooth surface evolves into an elaborately convoluted pattern, which closely correlates with brain function and serves as a clinical indicator for pathological conditions. Here, we combine computational and experimental analyses to show that physical forces control pattern selection in the developing brain. We closely consider cellular processes during brain development to establish a mechanical model for brain growth. The model consists of a morphogenetically growing outer cortex and a stretch-induced growing inner core. Our results demonstrate that mechanical instabilities can explain cortical folding during brain development. Combining physics and biology holds promise to advance our understanding of human brain development, to enable early diagnostics of cortical malformations, and to improve treatment of neurodevelopmental disorders such as epilepsy, autism, and schizophrenia.
典型的折叠表面形态是哺乳动物大脑的典型特征。在发育过程中,最初光滑的表面演变成精细的卷曲图案,与脑功能密切相关,并作为病理状况的临床指标。在这里,我们将计算和实验分析结合起来,表明物理力量控制着发育中的大脑模式选择。我们密切考虑大脑发育过程中的细胞过程,以建立大脑发育的力学模型。该模型由形态学上生长的外皮层和拉伸诱导生长的内核组成。我们的研究结果表明,机械不稳定性可以解释大脑发育过程中的皮层折叠。物理学和生物学的结合有望促进我们对人类大脑发育的理解,使皮质畸形的早期诊断成为可能,并改善癫痫、自闭症和精神分裂症等神经发育障碍的治疗。
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引用次数: 0
e-Monev: Tools to Monitor and Manage Projects Carried Out by Partners using Architectural Microservice Development Methods e- money:使用架构微服务开发方法监控和管理合作伙伴执行的项目的工具
Pub Date : 2022-09-13 DOI: 10.1109/IC2IE56416.2022.9970125
R. Hartono, Adiyatma Koto
In the implementation of the partnership for business process many companies are still using the conventional method. Communication still uses the social media, manual data collection by the admin, in this case besides taking a long time, accuracy is also a problem, besides of course there is objectivity that cannot be trusted: Is not based on achievement or portfolio. In this research will develop an application that will make try to solve these problems. The software application was developed with the aim of being able to monitor and manage partner data as well as the achievements of projects that have been, are being and will be carried out. Many similar applications have previously been developed, however the applications developed today are aimed at users with specific needs. With the application that suits the needs of this user, it has been able to record and analyze the track record of partners, both past track records and monitoring of work being carried out. With this record, the process of appointing partners is more focused based on their track record, besides monitoring work progress becomes easier. This application, which was developed using Architectural Microservice Development Methods, has been successfully developed and has been used by PT. Telkom Indonesia, Witel West Bandung. This application has been able to overcome the problems that have been an obstacle due to the limitations of conventional methods.
在业务流程伙伴关系的实施中,许多公司仍在使用传统的方法。沟通仍然使用社交媒体,由管理员手动收集数据,在这种情况下,除了花费很长时间外,准确性也是一个问题,当然还有不可信任的客观性:不是基于成就或组合。本研究将开发一个应用程序,试图解决这些问题。开发该软件应用程序的目的是能够监测和管理合作伙伴数据以及已经、正在和将要执行的项目的成果。以前已经开发了许多类似的应用程序,但是今天开发的应用程序针对的是具有特定需求的用户。有了适合该用户需求的应用程序,它已经能够记录和分析合作伙伴的跟踪记录,包括过去的跟踪记录和正在进行的工作监控。有了这一记录,任命合作伙伴的过程更加注重他们的过往记录,同时监督工作进展也变得更加容易。该应用程序是使用架构微服务开发方法开发的,已成功开发并已被PT. Telkom Indonesia, Witel West Bandung使用。这种应用已经能够克服由于传统方法的局限性而成为障碍的问题。
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引用次数: 0
Toward Sustainable Consumption Initiatives Enabled by Information Technology: A Literature Review 迈向可持续消费倡议的信息技术:文献综述
Pub Date : 2022-09-13 DOI: 10.1109/IC2IE56416.2022.9970009
F. Azzahro, D. I. Sensuse, Kautsarina, A. Nizar, Ryan Randy Suryono
Sustainable consumption refers to the human initiative to consume resources without harming the surrounding environment and compromising future generations. This initiative has become one of the United Nations' Sustainable Development goals for decades. As information technology becomes more advanced, more research is investigating the use of information technology to promote sustainable consumption awareness and behavior. To provide a better understanding related to the area, this article reviews the literature on this topic published between 2017 and 2022. It is limited to research articles published in peer-reviewed journals and conference proceedings, with a specific context of individual consumption. The articles were found using the Science Direct, Scopus, and AISEL using combinations of keywords and several inclusion and exclusion criteria. In total, 26 articles were reviewed and analyzed based on its application domain, mechanism, and methodological characteristics. This review concludes that more research is needed, specifically, in developing countries contexts. In addition, there is a need to expand the research beyond groceries consumption and education for sustainability context.
可持续消费是指人类在不损害周围环境、不损害子孙后代的前提下消耗资源的主动性。几十年来,这一倡议已成为联合国可持续发展目标之一。随着信息技术越来越先进,越来越多的研究正在调查利用信息技术促进可持续消费意识和行为。为了更好地理解这一领域,本文回顾了2017年至2022年间发表的关于这一主题的文献。它仅限于发表在同行评议期刊和会议记录上的研究文章,具有特定的个人消费背景。使用Science Direct、Scopus和AISEL,结合关键词和几个纳入和排除标准,找到了这些文章。根据其应用领域、机制和方法特点,对26篇文献进行了综述和分析。这篇综述的结论是,需要更多的研究,特别是在发展中国家的背景下。此外,有必要将研究扩展到可持续性背景下的食品杂货消费和教育之外。
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引用次数: 0
Envisioning the Future of Collaboration for Banking and FinTech Industry 展望银行业和金融科技行业合作的未来
Pub Date : 2022-09-13 DOI: 10.1109/IC2IE56416.2022.9970194
Mercurius Broto Legowo, F. A. Sorongan, Steph Subanidja
This study aims to envision the future of banking and the FinTech industry collaboration by the triggers for change based on trends watching in current conditions. Envisioning is the ability to describe the impact of changes in the business environment caused by the various trigger changes observed in trend watching. The current conditions and the triggers of change based on trend-watching are issues and considerations in envisioning collaboration between banking and the Fintech industry. The research methodology uses a descriptive method with a qualitative approach. The study surveyed 100 respondents, each representing the banking and FinTech sectors, who understand the issues related to the collaboration of the two industries. In addition, to complement the survey data, this study also conducted Focus Group Discussions and In-depth Interviews as a qualitative approach. The study's results by analyzing current conditions and triggers of change based on trend watching will represent a picture of the future of banking and FinTech industry collaboration. This research will expect a significant contribution to government regulations/policies and a positive contribution and support on the IT/IS side, especially in applied technology and architecture/business models for collaboration in the future of collaboration banking and the FinTech Industry that follow.
本研究旨在展望银行业和金融科技行业合作的未来,根据当前条件下的趋势观察变化的触发因素。设想是描述在趋势观察中观察到的各种触发变化所引起的业务环境变化的影响的能力。基于趋势观察的现状和变化的触发因素是设想银行与金融科技行业之间合作的问题和考虑因素。研究方法采用描述性和定性相结合的方法。该研究调查了100名受访者,他们分别代表银行和金融科技行业,他们了解这两个行业合作的相关问题。此外,为了补充调查数据,本研究还进行了焦点小组讨论和深度访谈作为定性方法。在趋势观察的基础上,通过分析现状和变化的触发因素,研究结果将代表银行和金融科技行业合作的未来图景。这项研究预计将对政府法规/政策做出重大贡献,并在IT/IS方面做出积极贡献和支持,特别是在未来协作银行和随后的金融科技行业的应用技术和架构/商业模式合作方面。
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引用次数: 0
Designing a Thief Detection Prototype using Banana Pi M2+ Based Image Visual Capture Method and Email Notifications 基于香蕉派M2+的图像视觉捕捉方法和电子邮件通知的小偷检测原型设计
Pub Date : 2022-09-13 DOI: 10.1109/IC2IE56416.2022.9970065
L. M. Silalahi, M. Ikhsan, S. Budiyanto, Imelda Uli Vistalina Simanjuntak, Gunawan Osman, A. D. Rochendi
The problem in this research is the use of technology on digitalization devices and integrated in one device module designed, namely an intruder detection prototype using visual methods controlled by Banana Pi $mathrm{M}2+$ equipped with a webcam, Python programming language, and information output in the form of email notifications making this prototype has been equipped with security and surveillance systems. The proposed research method is an openCV-based image processing method whose output produces a visual display. This prototype has several features including image capture in monitoring remotely. The result of this research is that when the prototype gets a visual intruder or a person's face in a room then this prototype will use the face detection feature and then analyzed by the system. If the captured face is not a face stored in the system then the photo will send information in the form of an E-mail to the owner / user that has been detected an intruder. The delivery and reception time of E-mail notifications ranges from 3–5 seconds so that this prototype successfully works and the concept of the Internet of Things runs as long as the device is facilitated by a stable internet and sufficient power to monitor the coverage area of the monitor.
本研究的问题是利用数字化设备上的技术,集成在一个设备模块中设计,即一个入侵者检测原型,采用视觉方法,由香蕉Pi $ mathm {M}2+$控制,配有网络摄像头,Python编程语言,并以电子邮件通知的形式输出信息,使该原型配备了安全监控系统。所提出的研究方法是一种基于opencv的图像处理方法,其输出产生视觉显示。该原型具有几个功能,包括远程监控中的图像捕获。本研究的结果是,当原型在房间内获得视觉入侵者或人脸时,该原型将使用人脸检测功能,然后由系统进行分析。如果捕获的人脸不是存储在系统中的人脸,那么照片将以电子邮件的形式向已检测到入侵者的所有者/用户发送信息。电子邮件通知的发送和接收时间从3-5秒不等,因此只要设备有稳定的互联网和足够的功率来监控监视器的覆盖区域,这个原型就可以成功工作,物联网的概念就可以运行。
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引用次数: 3
Application of Software Engineering in Student Time Management using Prototype Model 基于原型模型的软件工程在学生时间管理中的应用
Pub Date : 2022-09-13 DOI: 10.1109/IC2IE56416.2022.9970140
Exaudina Glory Sianturi, Sharon Cedila Suryadi, Pascal Wilman, Maria Susan Anggreainy, Syaeful Karim, Harvianto
Time management is one of the most important things in humankinds' life, especially in student activity. In the new pandemic era, students have already changed and adjust their learning method to an online learning system which does not need them to have activities outside their house. This condition might make them have a lot of time but they lack the ability to manage their own study schedule. To handle this situation, we construct and develop a scheduler application. This application uses Prototyping Model as the development method as it is a user-oriented application. We are using a prototyping model to consider the upcoming details required in the development. It involves communication between user and developer continuously to achieve the goals and things needed by the user. The implementation of software engineering in student time management with a prototype model will upgrade students' skill to the next level of the digital era.
时间管理是人类生活中最重要的事情之一,尤其是在学生活动中。在新的疫情时代,学生们已经改变和调整了他们的学习方式,采用了不需要外出活动的在线学习系统。这种情况可能会使他们有很多时间,但他们缺乏管理自己的学习计划的能力。为了处理这种情况,我们构造并开发了一个调度器应用程序。这个应用程序使用原型模型作为开发方法,因为它是一个面向用户的应用程序。我们正在使用原型模型来考虑开发中需要的即将到来的细节。它涉及用户和开发人员之间的持续沟通,以实现用户所需的目标和东西。在学生时间管理中应用软件工程的原型模型将把学生的技能提升到数字时代的下一个水平。
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引用次数: 0
期刊
2022 5th International Conference of Computer and Informatics Engineering (IC2IE)
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